Energy-based classification and structure prediction of transmembrane beta-barrel proteins.
T. Van Du TranPhilippe ChassignetSaad SheikhJean-Marc SteyaertPublished in: ICCABS (2011)
Keyphrases
- contact map
- pattern recognition
- classification accuracy
- protein classification
- class labels
- prediction accuracy
- feature extraction
- neural networks and support vector machines
- feature space
- subcellular localization
- pattern classification
- classification method
- contact maps
- machine learning
- physicochemical properties
- multiple sequence alignments
- text classification
- feature vectors
- decision trees
- support vector machine svm
- network structure
- amino acids
- ensemble classifier
- image classification
- sequence similarity
- supervised learning
- support vector machine
- support vector
- learning algorithm